{"id":"W2168010267","doi":"10.12688/f1000research.2-235.v1","title":"Food sovereignty: an alternative paradigm for poverty reduction and biodiversity conservation in Latin America","year":2013,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Food sovereignty; Livelihood; Poverty; Agroecology; Latin Americans; Biodiversity; Natural resource economics; Agricultural biodiversity; Agriculture; Sovereignty; Biodiversity conservation; Food security; Rural poverty; Development economics; Poverty reduction; Geography; Environmental planning; Environmental protection; Economic growth; Political science; Ecology; Economics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003103323,0.0002327419,0.0002884191,0.00004496657,0.0002216852,0.0001914185,0.0003683696,0.0002616019,0.0002338983],"category_scores_gemma":[0.000076102,0.00009371794,0.00006398763,0.00024944,0.0001019291,0.0002395391,0.0005203537,0.0004176533,0.00002780633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653574,"about_ca_system_score_gemma":0.0000394804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004754333,"about_ca_topic_score_gemma":0.0008726045,"domain_scores_codex":[0.9980992,0.0001980932,0.0002555945,0.0006437798,0.0004039506,0.0003993905],"domain_scores_gemma":[0.9992217,0.0001820391,0.0001478021,0.00008641603,0.0001958331,0.0001662308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003042656,0.002854702,0.2993808,0.0008175355,0.0007365529,0.00003503917,0.007050245,0.0006803332,0.01104041,0.04321121,0.2660406,0.3651099],"study_design_scores_gemma":[0.0004832693,0.001217873,0.7966723,0.00008843044,0.00001461164,0.000003998901,0.001105136,0.001603798,0.001097708,0.185587,0.01159179,0.0005339828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943001,0.0001164273,0.00001346426,0.002856202,0.0001588116,0.001654546,0.0006030091,0.00005427886,0.0002431766],"genre_scores_gemma":[0.9954705,0.0004399133,0.0005928989,0.0002917424,0.0002823492,0.000287027,0.002328869,0.000001903733,0.0003047957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4972915,"threshold_uncertainty_score":0.7187161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08175291415028067,"score_gpt":0.2774823521692124,"score_spread":0.1957294380189317,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}